Discussion of: Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications

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David:

  • Equation 1: This assumes there is a root and that it is not too far from the point of interest. Why not choose a point that represents some average or trusted prediction value? e.g. use a nearby point that was part of the training set and for which the model predicts an accurate value?